Shield-IoT by Shield-IoT is an agent-less IoT cybersecurity platform designed to provide visibility, security, and compliance for cellular IoT networks. The platform analyzes device-to-cloud network traffic to detect early signs of unknown cyber-attacks and operational events. It utilizes patented Coreset-AI compression technology and the Nvidia-based Morpheus AI IoT security solution to enable accurate analytics at mass scale. The software can be provided as a SaaS service or deployed on a customer's public/private cloud or at the edge. It provides real-time monitoring, threat prevention, and compliance for IoT devices, applications, and networks, analyzing traffic statistics mirrored from the network without impacting existing operations.